## Family: zero_inflated_poisson
## Links: mu = log; zi = logit
## Formula: n_amr_events ~ ln_livestock_consumption_kg_per_capita + ln_migrant_pop_perc + ln_tourism_inbound_perc + ln_tourism_outbound_perc + ab_export_perc + health_expend_perc + human_consumption_ddd + english_spoken + ln_pubs_sum_per_capita + ln_promed_mentions_per_capita + ln_gdp_per_capita + offset(ln_population)
## zi ~ ln_pubs_sum_per_capita + ln_promed_mentions_per_capita + ln_gdp_per_capita + ln_population + english_spoken
## Data: data[[i]] (Number of observations: 199)
## Samples: 120 chains, each with iter = 2000; warmup = 1000; thin = 1;
## total post-warmup samples = 120000
##
## Population-Level Effects:
## Estimate Est.Error l-95% CI
## Intercept -15.30 3.49 -21.39
## zi_Intercept 25.10 6.34 13.16
## ln_livestock_consumption_kg_per_capita -0.40 0.17 -0.67
## ln_migrant_pop_perc 0.22 0.07 0.09
## ln_tourism_inbound_perc 0.16 0.14 -0.12
## ln_tourism_outbound_perc 0.06 0.21 -0.26
## ab_export_perc 4.80 1.60 0.89
## health_expend_perc 0.01 0.04 -0.07
## human_consumption_ddd 0.11 0.02 0.07
## english_spoken -0.16 0.17 -0.46
## ln_pubs_sum_per_capita 0.09 0.14 -0.17
## ln_promed_mentions_per_capita 0.18 0.12 -0.05
## ln_gdp_per_capita -0.04 0.14 -0.34
## zi_ln_pubs_sum_per_capita -0.09 0.29 -0.68
## zi_ln_promed_mentions_per_capita -0.02 0.33 -0.66
## zi_ln_gdp_per_capita -1.13 0.28 -1.70
## zi_ln_population -0.99 0.22 -1.44
## zi_english_spoken -0.45 0.48 -1.39
## u-95% CI Rhat Bulk_ESS Tail_ESS
## Intercept -7.98 2.36 148 238
## zi_Intercept 38.02 1.01 5413 46319
## ln_livestock_consumption_kg_per_capita -0.04 3.97 129 171
## ln_migrant_pop_perc 0.37 2.31 149 215
## ln_tourism_inbound_perc 0.44 3.24 134 166
## ln_tourism_outbound_perc 0.59 3.51 132 149
## ab_export_perc 7.56 1.87 170 181
## health_expend_perc 0.10 2.73 140 183
## human_consumption_ddd 0.16 2.70 140 357
## english_spoken 0.15 2.27 150 344
## ln_pubs_sum_per_capita 0.42 1.93 166 214
## ln_promed_mentions_per_capita 0.39 2.40 146 348
## ln_gdp_per_capita 0.23 2.53 144 206
## zi_ln_pubs_sum_per_capita 0.47 1.05 1386 3755
## zi_ln_promed_mentions_per_capita 0.62 1.01 19713 88237
## zi_ln_gdp_per_capita -0.61 1.03 2669 8451
## zi_ln_population -0.57 1.03 2532 5981
## zi_english_spoken 0.47 1.01 8056 64800
##
## Samples were drawn using sampling(NUTS). For each parameter, Eff.Sample
## is a crude measure of effective sample size, and Rhat is the potential
## scale reduction factor on split chains (at convergence, Rhat = 1).
## [1] TRUE
